Dario Fontanel
Applied Scientist Intern – Prime Video
Research by Prime Video demonstrates that it’s vital to consider both spatial and temporal features when developing a model to estimate the visual quality of production-related content.
Dario Fontanel always wanted to join Amazon as an applied scientist intern and his experience at Prime Video didn’t disappoint.
The goal of this work is to assess the importance of spatial and temporal learning for production-related VQA. In particular, it assesses state-of-the-art UGC video quality assessment perspectives on LIVE-APV dataset, demonstrating the importance of learning contextual characteristics from each video frame, as well as capturing temporal correlations between them.